Selected Publications on international journals - M. Zavaglia, L. Astolfi, F. Babiloni, M. Ursino, "A neural mass model for the simulation of cortical activity estimated from high resolution EEG during cognitive or motor tasks", Journal of Neuroscience Methods, 2006 Oct;157( 2):317-329.
- M. Ursino, M. Zavaglia, L. Astolfi, F. Babiloni, "Use of a neural mass model for the analysis of effective connectivity among cortical regions based on high resolution EEG recordings", Biological Cybernetics, 2007 Mar;96(3):351-65.
- M. Ursino and M. Zavaglia, "Modeling analysis of the relationship between rhythms and connectivity among different neural populations", Journal of Integrative Neuroscience, 2007 Dec;6(4):597-623.
- M. Zavaglia, L. Astolfi, F. Babiloni and M. Ursino, "The effect of connectivity on EEG rhythms, power spectral density and coherence among coupled neural populations: analysis with a neural mass model", IEEE Transactions on Biomedical Engineering, 2008 Jan;55(1):69-77.
- M. Zavaglia, L. Astolfi, F. Babiloni, M. Ursino, "A model of rhythm generation and functional connectivity during a simple motor task: preliminary validation with real scalp EEG data", International Journal of Bioelectromagnetism, IJBEM, 2008;10(1):68-75.
- E. Magosso, M. Zavaglia, A. Serino, G. di Pellegrino M. Ursino, "Visuotactile representation of peripersonal space: a neural network study", Neural Computation, 2010 Jan;22(1):190-243.
- F. Cona, M. Zavaglia, L. Astolfi, F. Babiloni, and M. Ursino, “Changes in EEG power spectral density and cortical connectivity in healthy and tetraplegic patients during a motor imagery task”, Computational Intelligence and Neuroscience, published online 2009 June 24, doi: 10.1155/2009/279515.
- M. Zavaglia, F. Cona, M. Ursino. “A neural mass model to simulate different rhythms in a cortical region”, Computational Intelligence and Neuroscience, published online 2009 December 1, doi: 10.1155/2010/456140.
- M. Ursino, F. Cona, M. Zavaglia. “Rhythms generation in a cortical region simulated by an original neural mass model”, Neuroimage, 2010 Sep; 52(3):1080-1094.
- F. Cona, M. Zavaglia, M. Massimini, M. Rosanova, M. Ursino. “A neural mass model of interconnected regions simulates rhythm propagation observed via TMS-EEG”, Neuroimage, 2011 Aug 1; 57(3):1045-1058.
- M. Zavaglia, R.T. Canolty, T.M. Schofield, A.P. Leff, M. Ursino, R.T. Knight and W.D. Penny. “A Dynamical Pattern Recognition Model of Gamma Activity in Auditory Cortex”, Neural Networks, 2012 Apr; 28:1-14.
- F. Cona, M. Zavaglia, M. Ursino. “Binding and segmentation via a neural mass model trained with hebbian and anti-hebbian mechanisms”, International Journal of Neural Systems, 2012 Vol. 22, No. 2.
- B. Cheng, N.D. Forkert, M. Zavaglia, C. Hilgetag, A. Golsari, S. Siemonsen, J. Fiehler, S. Pedraza, T.H. Cho, J. C. Baron, L. Ostergaard, C. Gerloff, G. Thomalla, “Influence of stroke infarct location on functional outcome measured by the modified rankin scale“, Stroke. 2014 Jun;45(6):1695-702.
- M. Zavaglia, C.C. Hilgetag. ‘’Causal functional contributions and interactions in the attention network of the brain: an objective multi-perturbation analysis’’. Brain Structure and Function, 2016 Jun; 221(5):2553-68.
- M. Zavaglia, N.D. Forkert, B. Cheng, C. Gerloff, G. Thomalla, C.C. Hilgetag. ‘’Mapping causal functional contributions derived from the clinical assessment of brain damage after stroke’’, Neuroimage clinical, 2015 Aug 1;9:83-94.
- M. Zavaglia, N.D. Forkert, B. Cheng, C. Gerloff, G. Thomalla, C.C. Hilgetag. ‘’Technical considerations of a game-theoretical approach for lesion symptom mapping’’. BMC Neuroscience, 2016 Jun 27;17(1):40.
- M.N. Toba* & M. Zavaglia*, F. Rastelli, R. Valabregue, P. Pradat-Diehl, A. Valero-Cabré & C.C. Hilgetag. ‘’Game theoretical mapping of causal interactions underlying visuo-spatial attention in the human brain based on stroke lesions’’. Human Brain Mapping, 2017 Apr. doi: 10.1002/hbm.23601. (*both first authors)
- C. Malherbe, R. M. Umarova, M. Zavaglia, C.P. Kaller, L. Beume, G. Thomalla, C. C. Hilgetag. ‘’Neural correlates of visuospatial bias in patients with left hemisphere stroke: a causal functional contribution analysis based on game theory’’. Neuropsychologia, 2018 Jul 115: 142-153.
- Dong Li, M. Zavaglia, Guangyu Wang, Hong Xie, Yi Hu, R. Werner, Ji-Song Guan & C. C. Hilgetag ‘Discrimination of the hierarchical structure of cortical layers in 2-photon microscopy data by combined unsupervised and supervised machine learning’’. Scientific Reports, volume 9, Article number: 7424 (2019).
- M. N. Toba, O. Godefroy, R. J. Rushmore, M. Zavaglia, R. Maatoug, C. C. Hilgetag, A. Valero-Cabré. ‘’Revisiting ‘brain modes’ in a new computational era: ‘’Approaches for the characterization of brain-behavioural associations’’. Brain, 2020 Apr; 143 (4):1088-1098.
- M.N. Toba* & M. Zavaglia*, C. Malherbe, T. Moreau, F. Rastelli, A. Kaglik, Valabregue, P. Pradat-Diehl, C.C. Hilgetag & A. Valero-Cabré &. ‘’Game theoretical mapping of white matter contributions to visuo-spatial attention in stroke patients with hemineglect’’. Human Brain Mapping, 2020 Apr 3 2020 Apr 3. doi: 10.1002/hbm.24987 (*both first authors)
- M.N. Toba, C. Malherbe, O. Godefroy, R. J. Rushmore, M. Zavaglia, R. Maatoug, E. Mandonnet, A. Valero-Cabré, C. C. Hilgetag. ‘’Reply: Inhibition between human brain areas or methodological artefact?’’ Brain, Volume 143, Issue 5, May 2020, Page e39.
D. Hidalgo-Carvajal∗, H.Chen∗, G. C. Bettelani, J. Jung, M. Zavaglia, L. Busse, A. Naceri, S. Leutenegger‡, S. Haddadin‡. ‘’ Anthropomorphic Grasping with Neural Object Shape Completion’’, IEEE Robotics and Automation Letters (RA-L) Melissa Zavaglia∗, Caroline Malherbe∗, Sebastian Schlaadt, Parashkev Nachev, Claus C Hilgetag. ‘’Ground-truth validation of uni- and multivariate lesion inference approaches’’, Brain Communications Volume 6, Issue 5, 2024
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Selected Publications on international books - M. Zavaglia, E. Magosso, L. Astolfi, F. Babiloni, M. Ursino. “A model of power spectral density in cortical EEG, for the study of cortical connectivity”, in Modelling in Medicine and Biology VI (Vol. 8 of WIT Transactions on Biomedicine and Health), ed. by M. Ursino, C.A. Brebbia, G. Pontrelli, E. Magosso, pp. 203-212, WIT press, Southampton, 2005.
- M. Ursino, F. Cona, M. Zavaglia. “Modelli di popolazioni e strutture neuronali, aree funzionali e loro connettività”, in Bioingegneria per le neuroscienze cognitive, ed. by F. Babiloni, G. Baselli, A. Bertoldo, E. Biondi, C. Cobelli, pp. 129-152, Patron editore, Bologna 2009.
- F. Cona, M. Zavaglia, M. Massimini, M. Rosanova, M. Ursino. “Computational study of rhythm propagation induced by TMS stimuli in different brain regions”, in: Computational Intelligence. Revised and selected Papers of the International Joint Conference IJCCI 2010 Valencia, Spain, October 2010. STUDIES IN COMPUTATIONAL INTELLIGENCE, p. 1-16, NEW YORK:Springer-Verlag, ISSN: 1860-949X
Selected Publications on conference proceedings - M. Zavaglia, E. Magosso, L. Astolfi, F. Babiloni, M. Ursino. “Simulation of functional connectivity among brain cortical areas using a neural mass model”. Proceedings of the 3rd European Medical and Biological Engineering Conference (EMBEC’05), 20-25 November 2005, Prague (Czech Republic), CD-ROM (ISSN: 1727-1983).
- M. Zavaglia, L.Astolfi. F. Babiloni, M. Ursino. “Assessment of effective connectivity among cortical regions based on a neural mass model”, Proceedings of the 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2006 (IEEE EMBS 2006), August 30-September 3 2006, New York City (USA), pp. 590-594, The Printing House, Inc. (CD-ROM, ISBN 14244-0033-03).
- M. Ursino, M. Zavaglia, E. Magosso, A. Serino, G. di Pellegrino, "A neural network model of multisensory representation of peripersonal space: effect of tool use", Proceedings of the 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2007 (EMBC 2007), 23-26 August 2007, Lyon (France), pp. 2735-2739, The Printing House, Inc. (CD-ROM, ISBN 1-4244-0788-05).
- M. Zavaglia, L. Astolfi, F. Babiloni, M. Ursino, "A model of rhythm generation and functional connectivity during a simple motor task: preliminary validation with real scalp EEG data", Proceedings of the Neuromath Workshop 2007, 4-5 December 2007, Rome (Italy), pp. 125-132.
- E. Magosso, M. Zavaglia, A. Serino, G. di Pellegrino, M. Ursino “A Neural Network Model of Peri-Hand Space Representation and its Plastic Properties Related to Tool Use” Proceedings of the 8th IEEE International Conference on BioInformatics and BioEngineering (BIBE 2008), 8-10 October 2008, Athens (Greece), (CD-ROM, ISBN 978-1-4244-2845-8).
- M. Zavaglia, F. Cona, M. Ursino. “Rhythms generation in a population of neurons simulated by a neural mass model”, Proceedings of 7th International Symposium on Noninvasive Functional Source Imaging of the Brain and Heart & 7th International Conference on Bioelectromagnetism, 29-31 May 2009, Rome (Italy).
- F. Cona, M. Zavaglia, M. Ursino, M. Rosanova. “Cortical rhythms induced by tms stimulation: analysis with a neural mass model”, Proceedings of the International Conference on Fuzzy Computation and 2nd International Conference on Neural Computation, 24-26 October 2010, Valencia (Spain), pp 205-211, DOI: 10.5220/0003080402050211 Copyrightc SciTePress.
- Xygonakis, I; Seganfreddo, R.; Hamad, M.; Schneider, S.; Schroeder, A.; Krieg, S.; Meyer, B.; Chiari, L.; Zavaglia,M.; Haddadin, S.: Transcranial Magnetic Stimulation Robotic Assistant: towards a fully automated stimulation session, IEEE RAS EMBS 10th International Conference on Biomedical Robotics and Biomechatronics (BioRob 2024)
I. Xygonakis, M. Zavaglia, S. Haddadin. ''Robust Independent Component Analysis based EMG decomposition – a comparison study'', Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2023 (EMBC 2023) V.Dimova-Edeleva, O.Soto Rivera, R.Laha, L. F. C. Figueredo, M. Zavaglia, and S. Haddadin. '' Error-related Potentials in a Virtual Pick-and-Place Experiment: Toward Real-world Shared-control’’ Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2023 (EMBC 2023)
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